首页|考虑参数不确定性的井筒压力实时校正方法研究

考虑参数不确定性的井筒压力实时校正方法研究

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为提高井筒压力预测的准确性和实时性,集合卡尔曼滤波被引入井筒压力预测模型,设计了考虑参数不确定性的实时校正方法.该模型综合考虑输入参数的不确定分布范围,以集合卡尔曼滤波为基础,利用实测数据进行实时校正,提高了井筒压力预测的准确性和实时性.
Research on Real-Time Wellbore Pressure Correction Method Considering Parameter Uncertainty
To improve the accuracy and real-time performance of wellbore pressure prediction,Ensemble Kalman Filtering is introduced into the wellbore pressure prediction model,and a real-time correction method considering parameter uncertainty is designed.This model comprehensively considers the uncertain distribution range of input parameters,based on Ensemble Kalman filtering,and uses measured data for real-time correction,improving the accuracy and real-time performance of wellbore pressure prediction.

parameter uncertaintywellbore pressurereal-time correctionEnsemble Kalman Filtering

侯晓东、卢华涛、张爽、席志旭

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中海油田服务股份有限公司,河北廊坊 065201

参数不确定性 井筒压力 实时校正 集合卡尔曼滤波

2024

自动化应用
重庆西南信息有限公司

自动化应用

影响因子:0.156
ISSN:1674-778X
年,卷(期):2024.65(8)
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